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Teacher and Student Attitudes Toward Information Technology in Four Nations: 1998 Texas (USA) Results. Presentation to the Society for Information Technology & Teacher Education (SITE) 10th International Conference March 2, 1999 San Antonio, Texas Rhonda Christensen Gerald Knezek
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Teacher and Student Attitudes Toward Information Technology in Four Nations: 1998 Texas (USA) Results Presentation to the Society for Information Technology & Teacher Education (SITE) 10th International Conference March 2, 1999 San Antonio, Texas Rhonda Christensen Gerald Knezek University of North Texas
Summary of USA 1998 Research Findings • Attitudes toward technology become more positive with “training”. • Some attitudes change more quickly than others (anxiety, acceptance, etc.) • Teacher attitudes toward technology impact student attitudes. • Attitude change is the precursor to new behaviors. • Teacher Training is Essential!
Prior Work • SITE 1997 • Christensen, Rhonda and Knezek, Gerald (1997). Internal consistency reliabilities for 14 computer attitude scales. • Knezek, Gerald and Christensen, Rhonda (1997). Changes in teacher attitudes during information technology training. • Dissertation 1997 • Christensen, Rhonda. (1997). Effect of technology integration education on attitudes of teachers and their students. • SERA 1996 • Christensen, Rhonda and Gerald Knezek. Constructing the Teachers' Attitudes Toward Computers (TAC) Questionnaire
Seven Factor Structure of TAC Factor Alpha #items F1 (Enthusiasm/Enjoyment) .97 30 F2 (Anxiety) .97 30 F3 (Avoidance) .90 13 F4 (Email for Classroom) .95 11 F5 (Neg. impact of society) .85 11 F6 (Productivity Improvement) .96 30 F7 (Semantic Perception) .94 10
Pre-Post for a Texas Elem. School (Form A) 8/96 5/97 t Prob • F1A Enthusiasm 3.96 3.92 0.69 0.494 • F2A Anxiety 3.56 3.81 -2.79 0.009 • F3 Avoidance 5.14 5.72 -8.64 0.0037 • F4 Email 3.57 3.56 0.08 0.939 • F5 Neg. Impact 3.79 3.76 0.51 0.617 • F6A Prod. Imp. 4.19 4.12 0.97 0.342 • F7 Kay's CAM 5.28 5.73 -2.37 0.025
TAT Focus: Assessing Attitudes Toward New Information Technologies (NIT) • Electronic Mail • Teacher Productivity • Classroom Learning • Multimedia • WWW
Semantic Differential Template To me, Electronic Mail is: important __ : __ : __ : __ : __ : __ : __ unimportant boring __ : __ : __ : __ : __ : __ : __ interesting relevant __ : __ : __ : __ : __ : __ : __ irrelevant exciting __ : __ : __ : __ : __ : __ : __ unexciting means nothing __ : __ : __ : __ : __ : __ : __ means a lot appealing __ : __ : __ : __ : __ : __ : __ unappealing fascinating __ : __ : __ : __ : __ : __ : __ mundane worthless __ : __ : __ : __ : __ : __ : __ valuable involving __ : __ : __ : __ : __ : __ : __ uninvolving not needed __ : __ : __ : __ : __ : __ : __ needed
Pilot Test Site • Large urban public school district in Texas • 147 teachers from six K-12 schools • May 1997 administration • Cronbach’s Alpha: .91 - .98
Louisiana ‘97 Pre-Post Pre Post f Prob. Kay's Semantic 5.67 6.24 8.64 0.000 Email-Teacher 5.14 5.72 8.64 0.003 Email-Student 4.70 5.48 13.0 0.000 Email-Likert 3.39 3.98 31.7 0.00005 WWW-Teacher 5.54 6.12 9.36 0.0026 WWW-Student 5.24 5.87 9.19 0.0028 MultiMedia-T 5.97 6.2 1.71 0.19 MultiMedia-S 5.55 5.94 3.27 0.07 Productivity-T 6.00 6.23 1.53 0.22 Productivity-S 6.14 6.13 0.007 0.93
Lousiana Pre-Post ‘97 in Context of 4 Texas School Districts
Louisiana Pre-Post ‘97 in Context of 4 Texas School Districts
USA 1997 Estimates for TAC 16 Factor Reliabilities • No. Items Alpha • F1 (Enthusiasm) 15 .96 • F2 (Anxiety) 15 .98 • F3 (Acceptance) 4 .75 • F4 (Email) 11 .95 • F5 (NI on Society) 10 .84 • F6 (Prod-classroom) 14 .90 • F7 (KaySemantic) 10 .94 • F8 (Vocation) 13 .92 • F9 (Prestige) 8 .75 • F10 (Prod-teacher) 14 .94 • F11 (Aversion) 6 .74 • F12 (Gender) 6 .81 • F13 (K&M Importance) 8 .83 • F14 (L&G Confidence) 6 .83 • F15 (P&P Relevance) 10 .89 • F16 (P&P Enjoyment) 8 .90
1998 Educator Mean Scores on TAC Attributes (16 Factor Structure) for 4 States in Mexico vs. a Professional Development Site in Northern Texas • Mexico -NL MX-GUJ MX-TLX MX-QR USA-Texas MX Signif. • F1 Enthusiam 4.37 4.08 4.28 3.97 3.97 0.0481 • F2 Anxiety 4.22 4.04 4.16 3.96 4.13 0.4062 • F3 Acceptance 4.43 3.66 4.17 4.13 4.55 0.0004 • F4 Email 4.10 4.00 3.67 2.85 3.42 0.0016 • F5 NIonSociety 3.51 3.28 3.59 3.52 3.70 0.1139 • F6 ClassroomProd. 4.20 3.29 4.15 3.91 4.14 0.0001 • F7 Kay'sSem. 5.69 5.32 5.7 5.32 5.43 0.7122 • F8 Vocation 4.19 4.24 3.98 3.76 4.21 0.0309 • F9 Prestige 3.94 3.85 3.53 3.38 3.75 0.0264 • F10 TeacherProd. 4.33 4.07 4.15 3.95 4.11 0.0348 • F11 Aversion 4.00 3.80 3.96 3.67 4.14 0.1435 • F13 K&MImportance 3.62 3.25 3.29 3.12 3.30 0.2261 • F14 L&G Conf. 4.19 4.25 4.08 3.89 3.50 0.1891 • F15 P&PRelevance 4.59 4.35 4.5 4.32 4.48 0.2516 • F16 P&PEnjoyment 3.69 3.68 3.66 3.43 2.96 0.3412
Mexico 1998 Estimates for TAC 16F Reliabilities (Spanish Translation) • No. Items US ‘97 MX Alpha ‘98 • F1 (Enthusiasm) 15 .96 .88 • F2 (Anxiety) 15 .98 .85 • F3 (Acceptance) 4 .75 .42 • F4 (Email) 11 .95 .94 • F5 (NI on Society) 10 .84 .55 • F6 (Prod-classroom) 14 .90 .84 • F7 (KaySemantic) 10 .94 .90 • F8 (Vocation) 13 .92 .85 • F9 (Prestige) 8 .75 • F10 (Prod-teacher) 14 .94 .77 • F11 (Aversion) 6 .74 .36 • F12 (Gender) 6 .81 • F13 (K&M Importance) 8 .83 .90 • F14 (L&G Confidence) 6 .83 .57 • F15 (P&P Relevance) 10 .89 .76 • F16 (P&P Enjoyment) 8 .90 .67
Stages of Adoption of Technology • Stage One: Awareness • Stage Two: Learning the Process • Stage Three: Understanding and application of the process • Stage Four: Familiarity and confidence • Stage Five: Adaptation to other contexts • Stage Six: Creative application to new contexts
Snapshot of School ConsortiumStages of Adoption (1998 data for 1141 Texas Educators)
Preparing Teachers to Teach with Technology • University of North Texas College of Ed. Technology Applications Endorsement • 1100 Computer Applications • WP, SS, DB • 3440 Technology and the Teacher • Teacher Productivity • 4100 Computers in the Classroom • Technology Integration • 4xxx Higher level technology course
Dutch (1998) vs. American (1997) Reliability Estimates Factor Alpha U.S. NL #Items F1 (Enthusiasm/Enjoyment) .95 .73 15 F2 (Anxiety) .96 .86 15 F3 (Avoidance) .90 .63 12 F4 (Email for Classroom) .95 .89 11 F5 (Neg. Impact on Society) .85 .80 11 F6 (Productivity Improvement) .93 .88 15 F7 (Semantic Perception) .94 10
Emerging Model - Three Essential Elements • Will • Attitudes (Anxiety, Acceptance, etc.) • Skill • Competencies • Teacher Training • Tools • Software/hardware
Research Online • Http://www.tcet.unt.edu/research and Http://129.120.20.20/gknezek • Research studies • Online instruments • Downloadable instruments Or contact: Rhonda Christensen Email: rhondac@tenet.edu Gerald Knezek Email: gknezek@tenet.edu